Dataset statistics
| Number of variables | 19 |
|---|---|
| Number of observations | 50 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 7.2 KiB |
| Average record size in memory | 147.6 B |
Variable types
| Text | 3 |
|---|---|
| Boolean | 1 |
| DateTime | 1 |
| Numeric | 12 |
| Categorical | 2 |
danceability is highly overall correlated with valence | High correlation |
energy is highly overall correlated with loudness | High correlation |
loudness is highly overall correlated with energy | High correlation |
valence is highly overall correlated with danceability | High correlation |
time_signature is highly imbalanced (53.1%) | Imbalance |
track_name has unique values | Unique |
loudness has unique values | Unique |
tempo has unique values | Unique |
duration_ms has unique values | Unique |
instrumentalness has 14 (28.0%) zeros | Zeros |
key has 4 (8.0%) zeros | Zeros |
Reproduction
| Analysis started | 2024-02-15 13:47:06.374675 |
|---|---|
| Analysis finished | 2024-02-15 13:47:44.544399 |
| Duration | 38.17 seconds |
| Software version | ydata-profiling vv4.6.4 |
| Download configuration | config.json |
artist_name
Text
| Distinct | 41 |
|---|---|
| Distinct (%) | 82.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 528.0 B |
Length
| Max length | 18 |
|---|---|
| Median length | 13 |
| Mean length | 9.66 |
| Min length | 3 |
Characters and Unicode
| Total characters | 483 |
|---|---|
| Distinct characters | 50 |
| Distinct categories | 5 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 35 ? |
|---|---|
| Unique (%) | 70.0% |
Sample
| 1st row | Miley Cyrus |
|---|---|
| 2nd row | SZA |
| 3rd row | Harry Styles |
| 4th row | Jung Kook |
| 5th row | Eslabon Armado |
| Value | Count | Frequency (%) |
| the | 6 | 7.1% |
| weeknd | 4 | 4.8% |
| taylor | 3 | 3.6% |
| swift | 3 | 3.6% |
| bizarrap | 2 | 2.4% |
| fifty | 2 | 2.4% |
| d4vd | 2 | 2.4% |
| david | 2 | 2.4% |
| sza | 2 | 2.4% |
| bunny | 2 | 2.4% |
| Other values (55) | 56 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 44 | 9.1% |
| a | 36 | 7.5% |
| 34 | 7.0% | |
| n | 30 | 6.2% |
| o | 26 | 5.4% |
| r | 26 | 5.4% |
| i | 22 | 4.6% |
| d | 18 | 3.7% |
| l | 17 | 3.5% |
| t | 15 | 3.1% |
| Other values (40) | 215 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 339 | |
| Uppercase Letter | 107 | 22.2% |
| Space Separator | 34 | 7.0% |
| Decimal Number | 2 | 0.4% |
| Other Punctuation | 1 | 0.2% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 44 | |
| a | 36 | 10.6% |
| n | 30 | 8.8% |
| o | 26 | 7.7% |
| r | 26 | 7.7% |
| i | 22 | 6.5% |
| d | 18 | 5.3% |
| l | 17 | 5.0% |
| t | 15 | 4.4% |
| h | 13 | 3.8% |
| Other values (14) | 92 |
Uppercase Letter
| Value | Count | Frequency (%) |
| T | 15 | |
| S | 10 | 9.3% |
| B | 7 | 6.5% |
| F | 6 | 5.6% |
| M | 6 | 5.6% |
| A | 6 | 5.6% |
| Y | 5 | 4.7% |
| R | 5 | 4.7% |
| W | 5 | 4.7% |
| O | 5 | 4.7% |
| Other values (13) | 37 |
Space Separator
| Value | Count | Frequency (%) |
| 34 |
Decimal Number
| Value | Count | Frequency (%) |
| 4 | 2 |
Other Punctuation
| Value | Count | Frequency (%) |
| , | 1 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 446 | |
| Common | 37 | 7.7% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 44 | 9.9% |
| a | 36 | 8.1% |
| n | 30 | 6.7% |
| o | 26 | 5.8% |
| r | 26 | 5.8% |
| i | 22 | 4.9% |
| d | 18 | 4.0% |
| l | 17 | 3.8% |
| t | 15 | 3.4% |
| T | 15 | 3.4% |
| Other values (37) | 197 |
Common
| Value | Count | Frequency (%) |
| 34 | ||
| 4 | 2 | 5.4% |
| , | 1 | 2.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 483 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 44 | 9.1% |
| a | 36 | 7.5% |
| 34 | 7.0% | |
| n | 30 | 6.2% |
| o | 26 | 5.4% |
| r | 26 | 5.4% |
| i | 22 | 4.6% |
| d | 18 | 3.7% |
| l | 17 | 3.5% |
| t | 15 | 3.1% |
| Other values (40) | 215 |
track_name
Text
UNIQUE 
| Distinct | 50 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 528.0 B |
Length
| Max length | 56 |
|---|---|
| Median length | 33.5 |
| Mean length | 15.34 |
| Min length | 3 |
Characters and Unicode
| Total characters | 767 |
|---|---|
| Distinct characters | 61 |
| Distinct categories | 8 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 50 ? |
|---|---|
| Unique (%) | 100.0% |
Sample
| 1st row | Flowers |
|---|---|
| 2nd row | Kill Bill |
| 3rd row | As It Was |
| 4th row | Seven (feat. Latto) (Explicit Ver.) |
| 5th row | Ella Baila Sola |
| Value | Count | Frequency (%) |
| 5 | 3.4% | |
| with | 5 | 3.4% |
| you | 4 | 2.7% |
| feat | 3 | 2.1% |
| i | 3 | 2.1% |
| sessions | 2 | 1.4% |
| em | 2 | 1.4% |
| the | 2 | 1.4% |
| vol | 2 | 1.4% |
| music | 2 | 1.4% |
| Other values (108) | 116 |
Most occurring characters
| Value | Count | Frequency (%) |
| 96 | 12.5% | |
| e | 60 | 7.8% |
| i | 50 | 6.5% |
| o | 44 | 5.7% |
| a | 43 | 5.6% |
| n | 32 | 4.2% |
| r | 31 | 4.0% |
| t | 31 | 4.0% |
| l | 27 | 3.5% |
| s | 20 | 2.6% |
| Other values (51) | 333 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 467 | |
| Uppercase Letter | 147 | 19.2% |
| Space Separator | 96 | 12.5% |
| Other Punctuation | 18 | 2.3% |
| Decimal Number | 16 | 2.1% |
| Close Punctuation | 9 | 1.2% |
| Open Punctuation | 9 | 1.2% |
| Dash Punctuation | 5 | 0.7% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 60 | |
| i | 50 | |
| o | 44 | 9.4% |
| a | 43 | 9.2% |
| n | 32 | 6.9% |
| r | 31 | 6.6% |
| t | 31 | 6.6% |
| l | 27 | 5.8% |
| s | 20 | 4.3% |
| h | 19 | 4.1% |
| Other values (14) | 110 |
Uppercase Letter
| Value | Count | Frequency (%) |
| S | 17 | 11.6% |
| B | 14 | 9.5% |
| A | 10 | 6.8% |
| L | 10 | 6.8% |
| E | 9 | 6.1% |
| M | 8 | 5.4% |
| W | 7 | 4.8% |
| G | 7 | 4.8% |
| Y | 7 | 4.8% |
| C | 7 | 4.8% |
| Other values (13) | 51 |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 9 | |
| ' | 4 | |
| , | 2 | 11.1% |
| : | 2 | 11.1% |
| & | 1 | 5.6% |
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 5 | |
| 0 | 4 | |
| 2 | 3 | |
| 5 | 3 | |
| 3 | 1 | 6.2% |
Space Separator
| Value | Count | Frequency (%) |
| 96 |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 9 |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 9 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 5 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 614 | |
| Common | 153 | 19.9% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 60 | 9.8% |
| i | 50 | 8.1% |
| o | 44 | 7.2% |
| a | 43 | 7.0% |
| n | 32 | 5.2% |
| r | 31 | 5.0% |
| t | 31 | 5.0% |
| l | 27 | 4.4% |
| s | 20 | 3.3% |
| h | 19 | 3.1% |
| Other values (37) | 257 |
Common
| Value | Count | Frequency (%) |
| 96 | ||
| . | 9 | 5.9% |
| ) | 9 | 5.9% |
| ( | 9 | 5.9% |
| - | 5 | 3.3% |
| 1 | 5 | 3.3% |
| ' | 4 | 2.6% |
| 0 | 4 | 2.6% |
| 2 | 3 | 2.0% |
| 5 | 3 | 2.0% |
| Other values (4) | 6 | 3.9% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 767 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 96 | 12.5% | |
| e | 60 | 7.8% |
| i | 50 | 6.5% |
| o | 44 | 5.7% |
| a | 43 | 5.6% |
| n | 32 | 4.2% |
| r | 31 | 4.0% |
| t | 31 | 4.0% |
| l | 27 | 3.5% |
| s | 20 | 2.6% |
| Other values (51) | 333 |
is_explicit
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | 4.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 178.0 B |
| False | |
|---|---|
| True |
| Value | Count | Frequency (%) |
| False | 28 | |
| True | 22 |
| Distinct | 49 |
|---|---|
| Distinct (%) | 98.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 528.0 B |
| Minimum | 2004-11-12 00:00:00 |
|---|---|
| Maximum | 2023-11-10 00:00:00 |
genres
Text
| Distinct | 35 |
|---|---|
| Distinct (%) | 70.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 528.0 B |
Length
| Max length | 103 |
|---|---|
| Median length | 65 |
| Mean length | 37.58 |
| Min length | 7 |
Characters and Unicode
| Total characters | 1879 |
|---|---|
| Distinct characters | 32 |
| Distinct categories | 6 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 28 ? |
|---|---|
| Unique (%) | 56.0% |
Sample
| 1st row | ['pop'] |
|---|---|
| 2nd row | ['pop', 'r&b', 'rap'] |
| 3rd row | ['pop'] |
| 4th row | ['k-pop'] |
| 5th row | ['corrido', 'corridos tumbados', 'sad sierreno', 'sierreno'] |
| Value | Count | Frequency (%) |
| pop | 41 | |
| latino | 20 | 8.9% |
| reggaeton | 13 | 5.8% |
| trap | 12 | 5.3% |
| urbano | 11 | 4.9% |
| canadian | 8 | 3.6% |
| r&b | 7 | 3.1% |
| contemporary | 6 | 2.7% |
| rock | 6 | 2.7% |
| hip | 6 | 2.7% |
| Other values (45) | 95 |
Most occurring characters
| Value | Count | Frequency (%) |
| ' | 252 | |
| o | 176 | 9.4% |
| 175 | 9.3% | |
| p | 133 | 7.1% |
| a | 130 | 6.9% |
| r | 123 | 6.5% |
| n | 121 | 6.4% |
| e | 92 | 4.9% |
| i | 85 | 4.5% |
| , | 76 | 4.0% |
| Other values (22) | 516 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 1259 | |
| Other Punctuation | 336 | 17.9% |
| Space Separator | 175 | 9.3% |
| Open Punctuation | 50 | 2.7% |
| Close Punctuation | 50 | 2.7% |
| Dash Punctuation | 9 | 0.5% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| o | 176 | |
| p | 133 | |
| a | 130 | |
| r | 123 | |
| n | 121 | |
| e | 92 | 7.3% |
| i | 85 | 6.8% |
| t | 72 | 5.7% |
| g | 48 | 3.8% |
| c | 41 | 3.3% |
| Other values (14) | 238 |
Other Punctuation
| Value | Count | Frequency (%) |
| ' | 252 | |
| , | 76 | 22.6% |
| & | 7 | 2.1% |
| : | 1 | 0.3% |
Space Separator
| Value | Count | Frequency (%) |
| 175 |
Open Punctuation
| Value | Count | Frequency (%) |
| [ | 50 |
Close Punctuation
| Value | Count | Frequency (%) |
| ] | 50 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 9 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 1259 | |
| Common | 620 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| o | 176 | |
| p | 133 | |
| a | 130 | |
| r | 123 | |
| n | 121 | |
| e | 92 | 7.3% |
| i | 85 | 6.8% |
| t | 72 | 5.7% |
| g | 48 | 3.8% |
| c | 41 | 3.3% |
| Other values (14) | 238 |
Common
| Value | Count | Frequency (%) |
| ' | 252 | |
| 175 | ||
| , | 76 | 12.3% |
| [ | 50 | 8.1% |
| ] | 50 | 8.1% |
| - | 9 | 1.5% |
| & | 7 | 1.1% |
| : | 1 | 0.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1879 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| ' | 252 | |
| o | 176 | 9.4% |
| 175 | 9.3% | |
| p | 133 | 7.1% |
| a | 130 | 6.9% |
| r | 123 | 6.5% |
| n | 121 | 6.4% |
| e | 92 | 4.9% |
| i | 85 | 4.5% |
| , | 76 | 4.0% |
| Other values (22) | 516 |
danceability
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 46 |
|---|---|
| Distinct (%) | 92.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.66258 |
| Minimum | 0.445 |
|---|---|
| Maximum | 0.911 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 528.0 B |
Quantile statistics
| Minimum | 0.445 |
|---|---|
| 5-th percentile | 0.4992 |
| Q1 | 0.5595 |
| median | 0.6475 |
| Q3 | 0.7765 |
| 95-th percentile | 0.86175 |
| Maximum | 0.911 |
| Range | 0.466 |
| Interquartile range (IQR) | 0.217 |
Descriptive statistics
| Standard deviation | 0.1230895 |
|---|---|
| Coefficient of variation (CV) | 0.18577303 |
| Kurtosis | -0.98730294 |
| Mean | 0.66258 |
| Median Absolute Deviation (MAD) | 0.096 |
| Skewness | 0.21424574 |
| Sum | 33.129 |
| Variance | 0.015151024 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.571 | 3 | 6.0% |
| 0.783 | 2 | 4.0% |
| 0.637 | 2 | 4.0% |
| 0.706 | 1 | 2.0% |
| 0.559 | 1 | 2.0% |
| 0.551 | 1 | 2.0% |
| 0.708 | 1 | 2.0% |
| 0.621 | 1 | 2.0% |
| 0.901 | 1 | 2.0% |
| 0.859 | 1 | 2.0% |
| Other values (36) | 36 |
| Value | Count | Frequency (%) |
| 0.445 | 1 | |
| 0.464 | 1 | |
| 0.492 | 1 | |
| 0.508 | 1 | |
| 0.511 | 1 | |
| 0.514 | 1 | |
| 0.515 | 1 | |
| 0.52 | 1 | |
| 0.538 | 1 | |
| 0.551 | 1 |
| Value | Count | Frequency (%) |
| 0.911 | 1 | |
| 0.901 | 1 | |
| 0.864 | 1 | |
| 0.859 | 1 | |
| 0.835 | 1 | |
| 0.812 | 1 | |
| 0.804 | 1 | |
| 0.799 | 1 | |
| 0.79 | 1 | |
| 0.784 | 1 |
valence
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 48 |
|---|---|
| Distinct (%) | 96.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.51074 |
| Minimum | 0.131 |
|---|---|
| Maximum | 0.893 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 528.0 B |
Quantile statistics
| Minimum | 0.131 |
|---|---|
| 5-th percentile | 0.1873 |
| Q1 | 0.344 |
| median | 0.507 |
| Q3 | 0.6545 |
| 95-th percentile | 0.85385 |
| Maximum | 0.893 |
| Range | 0.762 |
| Interquartile range (IQR) | 0.3105 |
Descriptive statistics
| Standard deviation | 0.21234577 |
|---|---|
| Coefficient of variation (CV) | 0.415761 |
| Kurtosis | -0.91993792 |
| Mean | 0.51074 |
| Median Absolute Deviation (MAD) | 0.161 |
| Skewness | 0.09178166 |
| Sum | 25.537 |
| Variance | 0.045090727 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.726 | 2 | 4.0% |
| 0.607 | 2 | 4.0% |
| 0.632 | 1 | 2.0% |
| 0.334 | 1 | 2.0% |
| 0.478 | 1 | 2.0% |
| 0.153 | 1 | 2.0% |
| 0.342 | 1 | 2.0% |
| 0.55 | 1 | 2.0% |
| 0.399 | 1 | 2.0% |
| 0.672 | 1 | 2.0% |
| Other values (38) | 38 |
| Value | Count | Frequency (%) |
| 0.131 | 1 | |
| 0.153 | 1 | |
| 0.172 | 1 | |
| 0.206 | 1 | |
| 0.216 | 1 | |
| 0.223 | 1 | |
| 0.25 | 1 | |
| 0.254 | 1 | |
| 0.299 | 1 | |
| 0.304 | 1 |
| Value | Count | Frequency (%) |
| 0.893 | 1 | |
| 0.872 | 1 | |
| 0.857 | 1 | |
| 0.85 | 1 | |
| 0.834 | 1 | |
| 0.825 | 1 | |
| 0.811 | 1 | |
| 0.786 | 1 | |
| 0.739 | 1 | |
| 0.726 | 2 |
energy
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 48 |
|---|---|
| Distinct (%) | 96.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.65988 |
| Minimum | 0.417 |
|---|---|
| Maximum | 0.965 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 528.0 B |
Quantile statistics
| Minimum | 0.417 |
|---|---|
| 5-th percentile | 0.46025 |
| Q1 | 0.55675 |
| median | 0.678 |
| Q3 | 0.7365 |
| 95-th percentile | 0.81835 |
| Maximum | 0.965 |
| Range | 0.548 |
| Interquartile range (IQR) | 0.17975 |
Descriptive statistics
| Standard deviation | 0.12149925 |
|---|---|
| Coefficient of variation (CV) | 0.18412324 |
| Kurtosis | -0.45252059 |
| Mean | 0.65988 |
| Median Absolute Deviation (MAD) | 0.09 |
| Skewness | -0.071819044 |
| Sum | 32.994 |
| Variance | 0.014762067 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.73 | 2 | 4.0% |
| 0.678 | 2 | 4.0% |
| 0.691 | 1 | 2.0% |
| 0.807 | 1 | 2.0% |
| 0.458 | 1 | 2.0% |
| 0.675 | 1 | 2.0% |
| 0.593 | 1 | 2.0% |
| 0.55 | 1 | 2.0% |
| 0.737 | 1 | 2.0% |
| 0.782 | 1 | 2.0% |
| Other values (38) | 38 |
| Value | Count | Frequency (%) |
| 0.417 | 1 | |
| 0.43 | 1 | |
| 0.458 | 1 | |
| 0.463 | 1 | |
| 0.479 | 1 | |
| 0.5 | 1 | |
| 0.525 | 1 | |
| 0.532 | 1 | |
| 0.537 | 1 | |
| 0.544 | 1 |
| Value | Count | Frequency (%) |
| 0.965 | 1 | |
| 0.831 | 1 | |
| 0.826 | 1 | |
| 0.809 | 1 | |
| 0.807 | 1 | |
| 0.802 | 1 | |
| 0.799 | 1 | |
| 0.797 | 1 | |
| 0.782 | 1 | |
| 0.771 | 1 |
loudness
Real number (ℝ)
HIGH CORRELATION  UNIQUE 
| Distinct | 50 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -6.01244 |
| Minimum | -10.613 |
|---|---|
| Maximum | -2.81 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 50 |
| Negative (%) | 100.0% |
| Memory size | 528.0 B |
Quantile statistics
| Minimum | -10.613 |
|---|---|
| 5-th percentile | -9.3171 |
| Q1 | -7.126 |
| median | -5.639 |
| Q3 | -4.877 |
| 95-th percentile | -3.6048 |
| Maximum | -2.81 |
| Range | 7.803 |
| Interquartile range (IQR) | 2.249 |
Descriptive statistics
| Standard deviation | 1.7844431 |
|---|---|
| Coefficient of variation (CV) | -0.29679183 |
| Kurtosis | -0.085631736 |
| Mean | -6.01244 |
| Median Absolute Deviation (MAD) | 1.046 |
| Skewness | -0.6290975 |
| Sum | -300.622 |
| Variance | 3.1842371 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -4.775 | 1 | 2.0% |
| -5.421 | 1 | 2.0% |
| -5.456 | 1 | 2.0% |
| -4.801 | 1 | 2.0% |
| -5.339 | 1 | 2.0% |
| -4.045 | 1 | 2.0% |
| -5.548 | 1 | 2.0% |
| -6.713 | 1 | 2.0% |
| -4.79 | 1 | 2.0% |
| -7.683 | 1 | 2.0% |
| Other values (40) | 40 |
| Value | Count | Frequency (%) |
| -10.613 | 1 | |
| -9.475 | 1 | |
| -9.345 | 1 | |
| -9.283 | 1 | |
| -9.222 | 1 | |
| -8.532 | 1 | |
| -8.332 | 1 | |
| -8.254 | 1 | |
| -7.683 | 1 | |
| -7.594 | 1 |
| Value | Count | Frequency (%) |
| -2.81 | 1 | |
| -3.547 | 1 | |
| -3.549 | 1 | |
| -3.673 | 1 | |
| -3.798 | 1 | |
| -4.02 | 1 | |
| -4.045 | 1 | |
| -4.067 | 1 | |
| -4.089 | 1 | |
| -4.185 | 1 |
acousticness
Real number (ℝ)
| Distinct | 48 |
|---|---|
| Distinct (%) | 96.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.2533322 |
| Minimum | 0.00146 |
|---|---|
| Maximum | 0.83 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 528.0 B |
Quantile statistics
| Minimum | 0.00146 |
|---|---|
| 5-th percentile | 0.0033845 |
| Q1 | 0.086275 |
| median | 0.1645 |
| Q3 | 0.4055 |
| 95-th percentile | 0.6851 |
| Maximum | 0.83 |
| Range | 0.82854 |
| Interquartile range (IQR) | 0.319225 |
Descriptive statistics
| Standard deviation | 0.22218825 |
|---|---|
| Coefficient of variation (CV) | 0.87706281 |
| Kurtosis | 0.064786108 |
| Mean | 0.2533322 |
| Median Absolute Deviation (MAD) | 0.1137 |
| Skewness | 0.97659295 |
| Sum | 12.66661 |
| Variance | 0.049367619 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.213 | 2 | 4.0% |
| 0.141 | 2 | 4.0% |
| 0.00146 | 1 | 2.0% |
| 0.653 | 1 | 2.0% |
| 0.777 | 1 | 2.0% |
| 0.0739 | 1 | 2.0% |
| 0.0125 | 1 | 2.0% |
| 0.00302 | 1 | 2.0% |
| 0.145 | 1 | 2.0% |
| 0.255 | 1 | 2.0% |
| Other values (38) | 38 |
| Value | Count | Frequency (%) |
| 0.00146 | 1 | |
| 0.0025 | 1 | |
| 0.00302 | 1 | |
| 0.00383 | 1 | |
| 0.011 | 1 | |
| 0.0125 | 1 | |
| 0.0492 | 1 | |
| 0.0495 | 1 | |
| 0.0521 | 1 | |
| 0.0584 | 1 |
| Value | Count | Frequency (%) |
| 0.83 | 1 | |
| 0.777 | 1 | |
| 0.695 | 1 | |
| 0.673 | 1 | |
| 0.653 | 1 | |
| 0.583 | 1 | |
| 0.544 | 1 | |
| 0.483 | 1 | |
| 0.467 | 1 | |
| 0.453 | 1 |
instrumentalness
Real number (ℝ)
ZEROS 
| Distinct | 37 |
|---|---|
| Distinct (%) | 74.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.020541799 |
| Minimum | 0 |
|---|---|
| Maximum | 0.634 |
| Zeros | 14 |
| Zeros (%) | 28.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 528.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1.1995 × 10-5 |
| Q3 | 0.00026325 |
| 95-th percentile | 0.09405 |
| Maximum | 0.634 |
| Range | 0.634 |
| Interquartile range (IQR) | 0.00026325 |
Descriptive statistics
| Standard deviation | 0.093655365 |
|---|---|
| Coefficient of variation (CV) | 4.5592581 |
| Kurtosis | 39.462494 |
| Mean | 0.020541799 |
| Median Absolute Deviation (MAD) | 1.1995 × 10-5 |
| Skewness | 6.0868357 |
| Sum | 1.02709 |
| Variance | 0.0087713273 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 14 | |
| 6.99 × 10-5 | 1 | 2.0% |
| 9.54 × 10-5 | 1 | 2.0% |
| 0.162 | 1 | 2.0% |
| 0.00162 | 1 | 2.0% |
| 0.033 | 1 | 2.0% |
| 0.000237 | 1 | 2.0% |
| 3.85 × 10-6 | 1 | 2.0% |
| 0.0177 | 1 | 2.0% |
| 1.64 × 10-6 | 1 | 2.0% |
| Other values (27) | 27 |
| Value | Count | Frequency (%) |
| 0 | 14 | |
| 1.21 × 10-6 | 1 | 2.0% |
| 1.64 × 10-6 | 1 | 2.0% |
| 1.8 × 10-6 | 1 | 2.0% |
| 1.98 × 10-6 | 1 | 2.0% |
| 2.96 × 10-6 | 1 | 2.0% |
| 3.07 × 10-6 | 1 | 2.0% |
| 3.85 × 10-6 | 1 | 2.0% |
| 4.15 × 10-6 | 1 | 2.0% |
| 6.35 × 10-6 | 1 | 2.0% |
| Value | Count | Frequency (%) |
| 0.634 | 1 | |
| 0.162 | 1 | |
| 0.144 | 1 | |
| 0.033 | 1 | |
| 0.022 | 1 | |
| 0.0177 | 1 | |
| 0.00805 | 1 | |
| 0.00162 | 1 | |
| 0.00128 | 1 | |
| 0.00101 | 1 |
liveness
Real number (ℝ)
| Distinct | 47 |
|---|---|
| Distinct (%) | 94.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.16128 |
| Minimum | 0.0232 |
|---|---|
| Maximum | 0.371 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 528.0 B |
Quantile statistics
| Minimum | 0.0232 |
|---|---|
| 5-th percentile | 0.077445 |
| Q1 | 0.094675 |
| median | 0.1215 |
| Q3 | 0.227 |
| 95-th percentile | 0.3416 |
| Maximum | 0.371 |
| Range | 0.3478 |
| Interquartile range (IQR) | 0.132325 |
Descriptive statistics
| Standard deviation | 0.091988378 |
|---|---|
| Coefficient of variation (CV) | 0.57036445 |
| Kurtosis | -0.3740725 |
| Mean | 0.16128 |
| Median Absolute Deviation (MAD) | 0.0309 |
| Skewness | 0.95268825 |
| Sum | 8.064 |
| Variance | 0.0084618616 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.123 | 2 | 4.0% |
| 0.142 | 2 | 4.0% |
| 0.112 | 2 | 4.0% |
| 0.0232 | 1 | 2.0% |
| 0.11 | 1 | 2.0% |
| 0.25 | 1 | 2.0% |
| 0.202 | 1 | 2.0% |
| 0.0955 | 1 | 2.0% |
| 0.23 | 1 | 2.0% |
| 0.0992 | 1 | 2.0% |
| Other values (37) | 37 |
| Value | Count | Frequency (%) |
| 0.0232 | 1 | |
| 0.0546 | 1 | |
| 0.0756 | 1 | |
| 0.0797 | 1 | |
| 0.0822 | 1 | |
| 0.0837 | 1 | |
| 0.0897 | 1 | |
| 0.0915 | 1 | |
| 0.093 | 1 | |
| 0.0933 | 1 |
| Value | Count | Frequency (%) |
| 0.371 | 1 | |
| 0.357 | 1 | |
| 0.347 | 1 | |
| 0.335 | 1 | |
| 0.322 | 1 | |
| 0.311 | 1 | |
| 0.301 | 1 | |
| 0.291 | 1 | |
| 0.274 | 1 | |
| 0.271 | 1 |
speechiness
Real number (ℝ)
| Distinct | 49 |
|---|---|
| Distinct (%) | 98.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.083594 |
| Minimum | 0.0256 |
|---|---|
| Maximum | 0.333 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 528.0 B |
Quantile statistics
| Minimum | 0.0256 |
|---|---|
| 5-th percentile | 0.029185 |
| Q1 | 0.03895 |
| median | 0.05095 |
| Q3 | 0.0812 |
| 95-th percentile | 0.27655 |
| Maximum | 0.333 |
| Range | 0.3074 |
| Interquartile range (IQR) | 0.04225 |
Descriptive statistics
| Standard deviation | 0.077912872 |
|---|---|
| Coefficient of variation (CV) | 0.93203905 |
| Kurtosis | 2.9838382 |
| Mean | 0.083594 |
| Median Absolute Deviation (MAD) | 0.017 |
| Skewness | 1.9903827 |
| Sum | 4.1797 |
| Variance | 0.0060704157 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.044 | 2 | 4.0% |
| 0.0633 | 1 | 2.0% |
| 0.0598 | 1 | 2.0% |
| 0.0389 | 1 | 2.0% |
| 0.0322 | 1 | 2.0% |
| 0.0286 | 1 | 2.0% |
| 0.0436 | 1 | 2.0% |
| 0.289 | 1 | 2.0% |
| 0.159 | 1 | 2.0% |
| 0.194 | 1 | 2.0% |
| Other values (39) | 39 |
| Value | Count | Frequency (%) |
| 0.0256 | 1 | |
| 0.0258 | 1 | |
| 0.0286 | 1 | |
| 0.0299 | 1 | |
| 0.0322 | 1 | |
| 0.0331 | 1 | |
| 0.0332 | 1 | |
| 0.0335 | 1 | |
| 0.0336 | 1 | |
| 0.0343 | 1 |
| Value | Count | Frequency (%) |
| 0.333 | 1 | |
| 0.289 | 1 | |
| 0.277 | 1 | |
| 0.276 | 1 | |
| 0.266 | 1 | |
| 0.194 | 1 | |
| 0.159 | 1 | |
| 0.157 | 1 | |
| 0.132 | 1 | |
| 0.114 | 1 |
key
Real number (ℝ)
ZEROS 
| Distinct | 11 |
|---|---|
| Distinct (%) | 22.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5 |
| Minimum | 0 |
|---|---|
| Maximum | 11 |
| Zeros | 4 |
| Zeros (%) | 8.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 528.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 2 |
| median | 5 |
| Q3 | 7 |
| 95-th percentile | 11 |
| Maximum | 11 |
| Range | 11 |
| Interquartile range (IQR) | 5 |
Descriptive statistics
| Standard deviation | 3.5225223 |
|---|---|
| Coefficient of variation (CV) | 0.70450446 |
| Kurtosis | -1.1276041 |
| Mean | 5 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | 0.25096961 |
| Sum | 250 |
| Variance | 12.408163 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 7 | |
| 2 | 7 | |
| 6 | 5 | |
| 11 | 5 | |
| 5 | 5 | |
| 4 | 5 | |
| 7 | 5 | |
| 0 | 4 | |
| 9 | 4 | |
| 10 | 2 | 4.0% |
| Value | Count | Frequency (%) |
| 0 | 4 | |
| 1 | 7 | |
| 2 | 7 | |
| 4 | 5 | |
| 5 | 5 | |
| 6 | 5 | |
| 7 | 5 | |
| 8 | 1 | 2.0% |
| 9 | 4 | |
| 10 | 2 | 4.0% |
| Value | Count | Frequency (%) |
| 11 | 5 | |
| 10 | 2 | 4.0% |
| 9 | 4 | |
| 8 | 1 | 2.0% |
| 7 | 5 | |
| 6 | 5 | |
| 5 | 5 | |
| 4 | 5 | |
| 2 | 7 | |
| 1 | 7 |
tempo
Real number (ℝ)
UNIQUE 
| Distinct | 50 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 124.0695 |
| Minimum | 67.033 |
|---|---|
| Maximum | 203.759 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 528.0 B |
Quantile statistics
| Minimum | 67.033 |
|---|---|
| 5-th percentile | 80.92905 |
| Q1 | 97.963 |
| median | 124.9835 |
| Q3 | 138.05975 |
| 95-th percentile | 177.2542 |
| Maximum | 203.759 |
| Range | 136.726 |
| Interquartile range (IQR) | 40.09675 |
Descriptive statistics
| Standard deviation | 31.396557 |
|---|---|
| Coefficient of variation (CV) | 0.25305621 |
| Kurtosis | -0.16276053 |
| Mean | 124.0695 |
| Median Absolute Deviation (MAD) | 23.3995 |
| Skewness | 0.41010693 |
| Sum | 6203.475 |
| Variance | 985.74379 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 118.048 | 1 | 2.0% |
| 96.006 | 1 | 2.0% |
| 203.759 | 1 | 2.0% |
| 94.467 | 1 | 2.0% |
| 101.19 | 1 | 2.0% |
| 91.986 | 1 | 2.0% |
| 128.033 | 1 | 2.0% |
| 98.002 | 1 | 2.0% |
| 100.065 | 1 | 2.0% |
| 99.974 | 1 | 2.0% |
| Other values (40) | 40 |
| Value | Count | Frequency (%) |
| 67.033 | 1 | |
| 67.528 | 1 | |
| 78.558 | 1 | |
| 83.827 | 1 | |
| 84.039 | 1 | |
| 88.98 | 1 | |
| 91.986 | 1 | |
| 92.005 | 1 | |
| 94.467 | 1 | |
| 96.006 | 1 |
| Value | Count | Frequency (%) |
| 203.759 | 1 | |
| 186.003 | 1 | |
| 179.974 | 1 | |
| 173.93 | 1 | |
| 171.005 | 1 | |
| 169.994 | 1 | |
| 169.922 | 1 | |
| 167.968 | 1 | |
| 147.989 | 1 | |
| 143.992 | 1 |
mode
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 4.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 528.0 B |
| 1 | |
|---|---|
| 0 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 50 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 0 |
| 4th row | 1 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 28 | |
| 0 | 22 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 28 | |
| 0 | 22 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 28 | |
| 0 | 22 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 50 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 28 | |
| 0 | 22 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 50 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 28 | |
| 0 | 22 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 50 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 28 | |
| 0 | 22 |
duration_ms
Real number (ℝ)
UNIQUE 
| Distinct | 50 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 200458.1 |
| Minimum | 131013 |
|---|---|
| Maximum | 272373 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 528.0 B |
Quantile statistics
| Minimum | 131013 |
|---|---|
| 5-th percentile | 150943.45 |
| Q1 | 176936.75 |
| median | 199740 |
| Q3 | 228219.75 |
| 95-th percentile | 247880 |
| Maximum | 272373 |
| Range | 141360 |
| Interquartile range (IQR) | 51283 |
Descriptive statistics
| Standard deviation | 32580.811 |
|---|---|
| Coefficient of variation (CV) | 0.16253177 |
| Kurtosis | -0.46778804 |
| Mean | 200458.1 |
| Median Absolute Deviation (MAD) | 23901 |
| Skewness | -0.027874841 |
| Sum | 10022905 |
| Variance | 1.0615092 × 109 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 200600 | 1 | 2.0% |
| 231827 | 1 | 2.0% |
| 163855 | 1 | 2.0% |
| 209260 | 1 | 2.0% |
| 176440 | 1 | 2.0% |
| 197920 | 1 | 2.0% |
| 198938 | 1 | 2.0% |
| 196600 | 1 | 2.0% |
| 195987 | 1 | 2.0% |
| 230480 | 1 | 2.0% |
| Other values (40) | 40 |
| Value | Count | Frequency (%) |
| 131013 | 1 | |
| 132631 | 1 | |
| 148486 | 1 | |
| 153947 | 1 | |
| 156943 | 1 | |
| 162638 | 1 | |
| 163855 | 1 | |
| 165671 | 1 | |
| 167303 | 1 | |
| 174253 | 1 |
| Value | Count | Frequency (%) |
| 272373 | 1 | |
| 260253 | 1 | |
| 250760 | 1 | |
| 244360 | 1 | |
| 242485 | 1 | |
| 240400 | 1 | |
| 239318 | 1 | |
| 234353 | 1 | |
| 232857 | 1 | |
| 231827 | 1 |
time_signature
Categorical
IMBALANCE 
| Distinct | 2 |
|---|---|
| Distinct (%) | 4.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 528.0 B |
| 4 | |
|---|---|
| 3 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 50 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 4 |
|---|---|
| 2nd row | 4 |
| 3rd row | 4 |
| 4th row | 4 |
| 5th row | 3 |
Common Values
| Value | Count | Frequency (%) |
| 4 | 45 | |
| 3 | 5 | 10.0% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 4 | 45 | |
| 3 | 5 | 10.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| 4 | 45 | |
| 3 | 5 | 10.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 50 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 4 | 45 | |
| 3 | 5 | 10.0% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 50 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 4 | 45 | |
| 3 | 5 | 10.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 50 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 4 | 45 | |
| 3 | 5 | 10.0% |
popularity
Real number (ℝ)
| Distinct | 21 |
|---|---|
| Distinct (%) | 42.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 88.1 |
| Minimum | 72 |
|---|---|
| Maximum | 99 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 528.0 B |
Quantile statistics
| Minimum | 72 |
|---|---|
| 5-th percentile | 76.9 |
| Q1 | 85 |
| median | 89 |
| Q3 | 92.75 |
| 95-th percentile | 95 |
| Maximum | 99 |
| Range | 27 |
| Interquartile range (IQR) | 7.75 |
Descriptive statistics
| Standard deviation | 5.6901275 |
|---|---|
| Coefficient of variation (CV) | 0.064587145 |
| Kurtosis | 0.4881448 |
| Mean | 88.1 |
| Median Absolute Deviation (MAD) | 4 |
| Skewness | -0.72591601 |
| Sum | 4405 |
| Variance | 32.377551 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 93 | 6 | |
| 85 | 5 | 10.0% |
| 84 | 4 | 8.0% |
| 90 | 4 | 8.0% |
| 92 | 4 | 8.0% |
| 95 | 3 | 6.0% |
| 87 | 3 | 6.0% |
| 91 | 3 | 6.0% |
| 94 | 2 | 4.0% |
| 83 | 2 | 4.0% |
| Other values (11) | 14 |
| Value | Count | Frequency (%) |
| 72 | 1 | 2.0% |
| 75 | 1 | 2.0% |
| 76 | 1 | 2.0% |
| 78 | 1 | 2.0% |
| 81 | 1 | 2.0% |
| 82 | 1 | 2.0% |
| 83 | 2 | 4.0% |
| 84 | 4 | |
| 85 | 5 | |
| 86 | 2 | 4.0% |
| Value | Count | Frequency (%) |
| 99 | 1 | 2.0% |
| 96 | 1 | 2.0% |
| 95 | 3 | |
| 94 | 2 | 4.0% |
| 93 | 6 | |
| 92 | 4 | |
| 91 | 3 | |
| 90 | 4 | |
| 89 | 2 | 4.0% |
| 88 | 2 | 4.0% |
| acousticness | danceability | duration_ms | energy | instrumentalness | is_explicit | key | liveness | loudness | mode | popularity | speechiness | tempo | time_signature | valence | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| acousticness | 1.000 | -0.134 | 0.008 | -0.332 | -0.202 | 0.254 | 0.204 | 0.023 | -0.157 | 0.000 | -0.161 | -0.325 | 0.037 | 0.183 | 0.043 |
| danceability | -0.134 | 1.000 | -0.047 | 0.248 | -0.106 | 0.000 | 0.110 | -0.182 | 0.241 | 0.341 | -0.255 | 0.341 | -0.068 | 0.000 | 0.543 |
| duration_ms | 0.008 | -0.047 | 1.000 | -0.221 | -0.168 | 0.106 | -0.235 | -0.224 | 0.085 | 0.122 | 0.005 | 0.240 | -0.151 | 0.073 | -0.330 |
| energy | -0.332 | 0.248 | -0.221 | 1.000 | 0.300 | 0.069 | 0.359 | -0.033 | 0.601 | 0.295 | -0.110 | -0.095 | 0.108 | 0.000 | 0.407 |
| instrumentalness | -0.202 | -0.106 | -0.168 | 0.300 | 1.000 | 0.129 | -0.032 | -0.053 | -0.053 | 0.129 | 0.051 | -0.294 | 0.031 | 0.189 | -0.025 |
| is_explicit | 0.254 | 0.000 | 0.106 | 0.069 | 0.129 | 1.000 | 0.048 | -0.173 | 0.137 | 0.000 | -0.091 | 0.459 | 0.154 | 0.000 | 0.013 |
| key | 0.204 | 0.110 | -0.235 | 0.359 | -0.032 | 0.048 | 1.000 | 0.404 | 0.234 | 0.000 | -0.178 | -0.218 | 0.191 | 0.000 | 0.276 |
| liveness | 0.023 | -0.182 | -0.224 | -0.033 | -0.053 | -0.173 | 0.404 | 1.000 | -0.117 | 0.200 | -0.162 | -0.204 | -0.081 | 0.000 | -0.095 |
| loudness | -0.157 | 0.241 | 0.085 | 0.601 | -0.053 | 0.137 | 0.234 | -0.117 | 1.000 | 0.000 | -0.046 | 0.047 | 0.003 | 0.000 | 0.133 |
| mode | 0.000 | 0.341 | 0.122 | 0.295 | 0.129 | 0.000 | 0.000 | 0.200 | 0.000 | 1.000 | 0.239 | -0.056 | -0.120 | 0.000 | -0.135 |
| popularity | -0.161 | -0.255 | 0.005 | -0.110 | 0.051 | -0.091 | -0.178 | -0.162 | -0.046 | 0.239 | 1.000 | 0.014 | 0.070 | 0.494 | -0.062 |
| speechiness | -0.325 | 0.341 | 0.240 | -0.095 | -0.294 | 0.459 | -0.218 | -0.204 | 0.047 | -0.056 | 0.014 | 1.000 | 0.123 | 0.000 | 0.118 |
| tempo | 0.037 | -0.068 | -0.151 | 0.108 | 0.031 | 0.154 | 0.191 | -0.081 | 0.003 | -0.120 | 0.070 | 0.123 | 1.000 | 0.320 | 0.131 |
| time_signature | 0.183 | 0.000 | 0.073 | 0.000 | 0.189 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.494 | 0.000 | 0.320 | 1.000 | -0.122 |
| valence | 0.043 | 0.543 | -0.330 | 0.407 | -0.025 | 0.013 | 0.276 | -0.095 | 0.133 | -0.135 | -0.062 | 0.118 | 0.131 | -0.122 | 1.000 |
| artist_name | track_name | is_explicit | album_release_date | genres | danceability | valence | energy | loudness | acousticness | instrumentalness | liveness | speechiness | key | tempo | mode | duration_ms | time_signature | popularity | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | Miley Cyrus | Flowers | False | 2023-08-18 | ['pop'] | 0.706 | 0.632 | 0.691 | -4.775 | 0.0584 | 0.000070 | 0.0232 | 0.0633 | 0 | 118.048 | 1 | 200600 | 4 | 94 |
| 1 | SZA | Kill Bill | False | 2022-12-08 | ['pop', 'r&b', 'rap'] | 0.644 | 0.418 | 0.735 | -5.747 | 0.0521 | 0.144000 | 0.1610 | 0.0391 | 8 | 88.980 | 1 | 153947 | 4 | 86 |
| 2 | Harry Styles | As It Was | False | 2022-05-20 | ['pop'] | 0.520 | 0.662 | 0.731 | -5.338 | 0.3420 | 0.001010 | 0.3110 | 0.0557 | 6 | 173.930 | 0 | 167303 | 4 | 95 |
| 3 | Jung Kook | Seven (feat. Latto) (Explicit Ver.) | True | 2023-11-03 | ['k-pop'] | 0.790 | 0.872 | 0.831 | -4.185 | 0.3120 | 0.000000 | 0.0797 | 0.0440 | 11 | 124.987 | 1 | 183551 | 4 | 90 |
| 4 | Eslabon Armado | Ella Baila Sola | False | 2023-04-28 | ['corrido', 'corridos tumbados', 'sad sierreno', 'sierreno'] | 0.668 | 0.834 | 0.758 | -5.176 | 0.4830 | 0.000019 | 0.0837 | 0.0332 | 5 | 147.989 | 0 | 165671 | 3 | 86 |
| 5 | Taylor Swift | Cruel Summer | False | 2019-08-23 | ['pop'] | 0.552 | 0.564 | 0.702 | -5.707 | 0.1170 | 0.000021 | 0.1050 | 0.1570 | 9 | 169.994 | 1 | 178427 | 4 | 99 |
| 6 | Metro Boomin | Creepin' (with The Weeknd & 21 Savage) | True | 2022-12-02 | ['rap'] | 0.715 | 0.172 | 0.620 | -6.005 | 0.4170 | 0.000000 | 0.0822 | 0.0484 | 1 | 97.950 | 0 | 221520 | 4 | 91 |
| 7 | Rema | Calm Down (with Selena Gomez) | False | 2023-04-27 | ['afrobeats', 'nigerian pop'] | 0.799 | 0.811 | 0.802 | -5.196 | 0.4290 | 0.001280 | 0.1710 | 0.0371 | 11 | 107.008 | 1 | 239318 | 4 | 90 |
| 8 | Bizarrap | Shakira: Bzrp Music Sessions, Vol. 53 | False | 2023-01-11 | ['argentine hip hop', 'pop venezolano', 'trap argentino', 'trap latino', 'urbano latino'] | 0.778 | 0.498 | 0.632 | -5.600 | 0.2740 | 0.000000 | 0.0915 | 0.0493 | 2 | 122.104 | 0 | 218289 | 4 | 85 |
| 9 | Taylor Swift | Anti-Hero | False | 2022-10-21 | ['pop'] | 0.637 | 0.533 | 0.643 | -6.571 | 0.1300 | 0.000002 | 0.1420 | 0.0519 | 4 | 97.008 | 1 | 200690 | 4 | 92 |
| artist_name | track_name | is_explicit | album_release_date | genres | danceability | valence | energy | loudness | acousticness | instrumentalness | liveness | speechiness | key | tempo | mode | duration_ms | time_signature | popularity | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 40 | Jimin | Like Crazy | False | 2023-03-24 | ['k-pop'] | 0.629 | 0.362 | 0.733 | -5.445 | 0.0025 | 0.000000 | 0.3570 | 0.0419 | 7 | 120.001 | 1 | 212241 | 4 | 93 |
| 41 | Eminem | Mockingbird | True | 2004-11-12 | ['detroit hip hop', 'hip hop', 'rap'] | 0.637 | 0.254 | 0.678 | -3.798 | 0.2090 | 0.000000 | 0.1560 | 0.2660 | 0 | 84.039 | 1 | 250760 | 4 | 91 |
| 42 | RAYE | Escapism. | True | 2023-02-03 | ['uk contemporary r&b', 'uk pop'] | 0.538 | 0.250 | 0.742 | -5.355 | 0.1380 | 0.000047 | 0.0934 | 0.1140 | 2 | 96.107 | 1 | 272373 | 4 | 76 |
| 43 | Olivia Rodrigo | vampire | True | 2023-09-08 | ['pop'] | 0.511 | 0.350 | 0.532 | -5.745 | 0.1770 | 0.000000 | 0.2910 | 0.0578 | 5 | 138.005 | 1 | 219724 | 4 | 95 |
| 44 | Peso Pluma | PRC | True | 2023-06-29 | ['corridos tumbados', 'sad sierreno'] | 0.784 | 0.893 | 0.826 | -6.340 | 0.0965 | 0.000071 | 0.1230 | 0.0538 | 7 | 138.078 | 0 | 184066 | 3 | 82 |
| 45 | Tyler, The Creator | See You Again (feat. Kali Uchis) | True | 2017-07-21 | ['hip hop', 'rap'] | 0.558 | 0.620 | 0.559 | -9.222 | 0.3710 | 0.000007 | 0.1090 | 0.0959 | 6 | 78.558 | 1 | 180387 | 4 | 92 |
| 46 | Bad Bunny | Me Porto Bonito | True | 2022-05-06 | ['reggaeton', 'trap latino', 'urbano latino'] | 0.911 | 0.425 | 0.712 | -5.105 | 0.0901 | 0.000027 | 0.0933 | 0.0817 | 1 | 92.005 | 0 | 178567 | 4 | 89 |
| 47 | NewJeans | OMG | False | 2023-01-02 | ['k-pop', 'k-pop girl group'] | 0.804 | 0.739 | 0.771 | -4.067 | 0.3570 | 0.000003 | 0.1080 | 0.0433 | 9 | 126.956 | 0 | 212253 | 4 | 87 |
| 48 | Natanael Cano | AMG | True | 2023-06-30 | ['corrido', 'corridos tumbados', 'musica mexicana', 'sad sierreno', 'sierreno'] | 0.772 | 0.786 | 0.730 | -6.657 | 0.1520 | 0.000107 | 0.2740 | 0.0972 | 11 | 136.175 | 0 | 174943 | 3 | 81 |
| 49 | d4vd | Romantic Homicide | False | 2022-07-20 | ['bedroom pop'] | 0.571 | 0.216 | 0.544 | -10.613 | 0.4530 | 0.008050 | 0.3220 | 0.0299 | 6 | 132.052 | 1 | 132631 | 4 | 91 |